MADHUMITA NEOGI

Employment

Employment history is unavailable.

Education

• University of Kalyani Doctor of Philosophy
  2024 - Present
• University of Kalyani Masters in Library and Information Science
  2020 - 2022

Projects & Funding

Projects & funding information is unavailable.

Publications (6)

• Can LLMs Pass the UGC-NET in LIS? Benchmarking RAG-Enhanced Accuracy Against Baseline Performance
  DESIDOC Journal of Library & Information Technology 2026 DOI: 10.14429/djlit.21932
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• Looking into the Thoughts of Parliamentarians on Libraries: An Analysis of Discussions During the 10th to 18th Lok Sabhas
  Journal of Information and Knowledge 2026 DOI: 10.17821/srels/2026/v63i2/171900
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• Sovereign AI: Digital Decolonization through Sarvam-105B in Libraries
  Indian Journal of Information Library & Society 2026 DOI: 10.5281/ZENODO.20488335
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• Deploying Large Language Models for Library Services: A Programmatic Approach
  Human Touch in the Digital Age: Re-humanizing Library and Information Services 2025 DOI: 10.5281/ZENODO.17698831
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• Enhancing Dspace with Large Language Models: Designing an Integration Framework Using the Model Context Protocol
  4th International Symposium on Knowledge Engineering in Digital Library Design (KEDLD-2025) 2025 DOI: 10.5281/ZENODO.17598560
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• NLP-based Library Retrieval: Integrating VuFind with LLM through MCP Middleware
  Surabhi Publications 2025 DOI: 10.5281/ZENODO.16084058
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